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An expert system aided method of the blade vibration sources identification with blade-tip timing (BTT) signal decomposition

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Abstract An expert system aided method of the blade-tip signal decomposition to the turbine blade vibration sources identification is presented. The method utilises a multi-valued diagnostic model based on the… Click to show full abstract

Abstract An expert system aided method of the blade-tip signal decomposition to the turbine blade vibration sources identification is presented. The method utilises a multi-valued diagnostic model based on the discrete wavelet transform. Proposed algorithm consists of four stages: signal decomposition into low- and high-frequency components (approximations and details), approximations and details parameterization, multi-valued encoding of parameters obtained at the second stage, an expert system use of the turbine blade vibration sources identification.

Keywords: expert system; blade; signal decomposition; blade vibration; sources identification; vibration sources

Journal Title: Journal of KONBiN
Year Published: 2018

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